The envelope, crisp and white, lay on the kitchen table, a stark anomaly amidst the bills and junk mail. Amelia, wiping her hands on a dishtowel, picked it up, her fingers numb. She didn't recognize the handwriting. It was from her brother, Thomas. He died ten years ago.

Her legs buckled, and she sank into a chair. She ran her fingers along the paper, and the air seemed to drain from the room. She felt pinned, as if something heavy had suddenly settled on her shoulders. Slowly, she began to read.

The words, clumsy and remorseful, spilled across the page. Apologizing for the harsh words spoken during their final argument. She felt her throat tighten, and she couldn't swallow. She could still hear his voice in her head, the cruel things he'd said. She had to throw up.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

This story is one of 1,000 stories generated for the emotion shaken. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 shaken stories, after denoising with neutral dialogue baselines, produces the shaken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shaken vector is projected through the unembedding matrix.

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290